Yelena Yesha
Affiliations:- University of Maryland, USA
According to our database1,
Yelena Yesha
authored at least 171 papers
between 1987 and 2024.
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on umbc.edu
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Bibliography
2024
IEEE Netw., November, 2024
Improving VTE Identification through Language Models from Radiology Reports: A Comparative Study of Mamba, Phi-3 Mini, and BERT.
CoRR, 2024
Efficient Data-Sketches and Fine-Tuning for Early Detection of Distributional Drift in Medical Imaging.
CoRR, 2024
Blockchain-Based Fine-Grained Access Control for Space Resource Sharing and Management.
Proceedings of the IGARSS 2024, 2024
2023
CCS-GAN: COVID-19 CT Scan Generation and Classification with Very Few Positive Training Images.
J. Digit. Imaging, August, 2023
Building the foundation for a modern patient-partnered infrastructure to study temporomandibular disorders.
Frontiers Digit. Health, March, 2023
Enabling Quartile-based Estimated-Mean Gradient Aggregation As Baseline for Federated Image Classifications.
CoRR, 2023
Soft Merging: A Flexible and Robust Soft Model Merging Approach for Enhanced Neural Network Performance.
CoRR, 2023
Improving VTE Identification through Adaptive NLP Model Selection and Clinical Expert Rule-based Classifier from Radiology Reports.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
2022
Bring Trust to Edge: Secure and Decentralized IoT Framework with BFT and Permissioned Blockchain.
Proceedings of the IEEE International Conference on Edge Computing and Communications, 2022
Apply Trust Computing and Privacy Preserving Smart Contracts to Manage, Share, and Analyze Multi-site Clinical Trial Data.
Proceedings of the International Conference on Deep Learning, 2022
2021
Digit. Gov. Res. Pract., 2021
CoRR, 2021
Toward Generating Synthetic CT Volumes using a 3D-Conditional Generative Adversarial Network.
CoRR, 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Classification of COVID-19 using Deep Learning and Radiomic Texture Features extracted from CT scans of Patients Lungs.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
Discovering Similarity Across Heterogeneous Features: A Case Study of Clinico-Genomic Analysis.
Int. J. Data Warehous. Min., 2020
CoRR, 2020
Proceedings of the International Symposium on Reliable Distributed Systems, 2020
Active semi-supervised expectation maximization learning for lung cancer detection from Computerized Tomography (CT) images with minimally label training data.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
Refactoring of Neural Network Models for Hyperparameter Optimization in Serverless Cloud.
Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Workshops, Seoul, Republic of Korea, 27 June, 2020
Proceedings of the dg.o '20: The 21st Annual International Conference on Digital Government Research, 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
2019
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2019 Workshops, 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
2018
Consolidating billions of Taxi rides with AWS EMR and Spark in the Cloud : Tuning, Analytics and Best Practices.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2017
IEEE Trans. Serv. Comput., 2017
Cloud big data decision support system for machine learning on AWS: Analytics of analytics.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
2016
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
YinMem: A distributed parallel indexed in-memory computation system for large scale data analytics.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
2015
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015
Poster: Classifying primary outcomes in rheumatoid arthritis: Knowledge discovery from clinical trial metadata.
Proceedings of the 5th IEEE International Conference on Computational Advances in Bio and Medical Sciences, 2015
A database-based distributed computation architecture with Accumulo and D4M: An application of eigensolver for large sparse matrix.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
Proceedings of the AMIA 2015, 2015
Using Big Data to Evaluate the Association between Periodontal Disease and Rheumatoid Arthritis.
Proceedings of the AMIA 2015, 2015
2014
IEEE Trans. Serv. Comput., 2014
Integrating domain knowledge in supervised machine learning to assess the risk of breast cancer.
Int. J. Medical Eng. Informatics, 2014
Personalized Decision Support System to Enhance Evidence Based Medicine through Big Data Analytics.
Proceedings of the 2014 IEEE International Conference on Healthcare Informatics, 2014
Proceedings of the 14th IEEE/ACM International Symposium on Cluster, 2014
2013
Proceedings of the Handbook of Medical and Healthcare Technologies, 2013
IEEE Trans. Knowl. Data Eng., 2013
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013
2012
Special Issue: Exploring the frontiers of computing science and technology: efficiently utilizing multicore and many-core processors.
Concurr. Comput. Pract. Exp., 2012
Proceedings of the 2012 Fourth International Conference on Intelligent Networking and Collaborative Systems, 2012
Sub-cellular feature detection and automated extraction of collocalized actin and myosin regions.
Proceedings of the ACM International Health Informatics Symposium, 2012
Proceedings of the ACM International Health Informatics Symposium, 2012
Proceedings of the Information Systems, Technology and Management, 2012
Proceedings of the ACM sixth international workshop on Data and text mining in biomedical informatics, 2012
Workshop on Analytics for Big Data Generated by Healthcare and Personalized Medicine Domain.
Proceedings of the Center for Advanced Studies on Collaborative Research, 2012
2011
Proceedings of the International Conference on Computational Science, 2011
Proceedings of the 2011 ACM Symposium on Applied Computing (SAC), TaiChung, Taiwan, March 21, 2011
Proceedings of the Center for Advanced Studies on Collaborative Research, 2011
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011
2010
Provenance Artifact Identification in the Atmospheric Composition Processing System (ACPS).
Proceedings of the 2nd Workshop on the Theory and Practice of Provenance, 2010
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010
Proceedings of the ACM International Health Informatics Symposium, 2010
Proceedings of the Smart Internet - Current Research and Future Applications, 2010
Proceedings of the Smart Internet - Current Research and Future Applications, 2010
Proceedings of the Smart Internet - Current Research and Future Applications, 2010
Proceedings of the Smart Internet - Current Research and Future Applications, 2010
Proceedings of the Smart Internet - Current Research and Future Applications, 2010
Proceedings of the 2010 conference of the Centre for Advanced Studies on Collaborative Research, 2010
Proceedings of the 2010 conference of the Centre for Advanced Studies on Collaborative Research, 2010
Proceedings of the 2010 conference of the Centre for Advanced Studies on Collaborative Research, 2010
Proceedings of the Handbook of Cloud Computing., 2010
2009
Service-Oriented Atmospheric Radiances (SOAR): Gridding and Analysis Services for Multisensor Aqua IR Radiance Data for Climate Studies.
IEEE Trans. Geosci. Remote. Sens., 2009
Special Issue: Exploring the Frontiers of Computing Science and Technology: Adapting Emerging Multi- and Many-core Processors.
Concurr. Comput. Pract. Exp., 2009
Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2009
Proceedings of the 2009 conference of the Centre for Advanced Studies on Collaborative Research, 2009
2008
Ad Hoc Networks, 2008
Providing Gridded Atmospheric Radiance Products and Services from MODIS and AIRS Instruments on NASA's Aqua Satellite.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the Second International Conference on Weblogs and Social Media, 2008
2007
Mob. Networks Appl., 2007
Service Oriented Atmospheric Radiances (SOAR) - A Web Service Research Tool for the Gridding and Synthesis of Multi-Sensor Satellite Radiance Data for Weather and Climate Studies.
Proceedings of the WEBIST 2007, 2007
Proceedings of the Fifth Annual IEEE International Conference on Pervasive Computing and Communications, 2007
Proceedings of the 4th Annual International Conference on Mobile and Ubiquitous Systems (MobiQuitous 2007), 2007
Proceedings of the First International Conference on Weblogs and Social Media, 2007
2006
IEEE Trans. Mob. Comput., 2006
Int. J. Digit. Libr., 2006
Int. J. Wirel. Inf. Networks, 2006
A framework for specification and performance evaluation of service discovery protocols in mobile ad-hoc networks.
Ad Hoc Networks, 2006
Integrating service discovery with routing and session management for ad-hoc networks.
Ad Hoc Networks, 2006
Proceedings of the 7th IEEE International Workshop on Policies for Distributed Systems and Networks (POLICY 2006), 2006
Proceedings of the 3rd Annual International ICST Conference on Mobile and Ubiquitous Systems: Computing, 2006
Proceedings of the 7th Annual International Conference on Digital Government Research, 2006
Proceedings of the Image and Video Retrieval, 5th International Conference, 2006
2005
Ann. Math. Artif. Intell., 2005
Proceedings of the IEEE 2nd International Conference on Mobile Adhoc and Sensor Systems, 2005
On Homeland Security and the Semantic Web: A Provenance and Trust Aware Inference Framework.
Proceedings of the AI Technologies for Homeland Security, 2005
2004
IEEE Trans. Knowl. Data Eng., 2004
Mob. Networks Appl., 2004
A clickstream-based collaborative filtering personalization model: towards a better performance.
Proceedings of the Sixth ACM CIKM International Workshop on Web Information and Data Management (WIDM 2004), 2004
Proceedings of the 2004 IEEE Wireless Communications and Networking Conference , 2004
Proceedings of the 1st Annual International Conference on Mobile and Ubiquitous Systems (MobiQuitous 2004), 2004
Proceedings of IEEE International Conference on Communications, 2004
2003
Proceedings of the First IEEE International Conference on Pervasive Computing and Communications (PerCom'03), 2003
Proceedings of the 36th Hawaii International Conference on System Sciences (HICSS-36 2003), 2003
Proceedings of the Database and Expert Systems Applications, 14th International Conference, 2003
eNcentive: a framework for intelligent marketing in mobile peer-to-peer environments.
Proceedings of the 5th International Conference on Electronic Commerce, 2003
2002
Centaurus: An Infrastructure for Service Management in Ubiquitous Computing Environments.
Wirel. Networks, 2002
Editorial.
Int. J. Digit. Libr., 2002
Comput. Networks, 2002
Me-Services: A Framework for Secure & Personalized Discovery, Composition and Management of Services in Pervasive Environments.
Proceedings of the Web Services, 2002
Proceedings of The Fourth IEEE Conference on Mobile and Wireless Communications Networks, 2002
Proceedings of the Mobile and Wireless Communications, 2002
Proceedings of the 13th International Workshop on Database and Expert Systems Applications (DEXA 2002), 2002
Proceedings of the Database and Expert Systems Applications, 13th International Conference, 2002
2001
Proceedings of the Developing an Infrastructure for Mobile and Wireless Systems, 2001
Agents, Mobility, and M-services: Creating the Next Generation Applications and Infrastructure on Mobile Ad-Hoc Networks.
Proceedings of the Developing an Infrastructure for Mobile and Wireless Systems, 2001
2000
Inf. Sci., 2000
1999
Wirel. Networks, 1999
IEEE Netw., 1999
Distributed Parallel Databases, 1999
Proceedings of the ACM CIKM'99 2nd Workshop on Web Information and Data Management (WIDM'99), 1999
Proceedings of the Next Generation Information Technologies and Systems, 1999
1998
ACM Trans. Database Syst., 1998
Proceedings of the Trends in Distributed Systems for Electronic Commerce, 1998
Proceedings of the Thirty-First Annual Hawaii International Conference on System Sciences, 1998
1997
IEEE Trans. Computers, 1997
Softw. Pract. Exp., 1997
Proceedings of the International Database Engineering and Applications Symposium, 1997
1996
IEEE Trans. Knowl. Data Eng., 1996
Networks, 1996
Strategic Directions in Electronic Commerce and Digital Libraries: Towards a Digital Agora.
ACM Comput. Surv., 1996
An Analytic Model of Hierachical Mass Storage Systems with Network-Attached Storage Devices.
Proceedings of the 1996 ACM SIGMETRICS international conference on Measurement and modeling of computer systems, 1996
1995
A Lower Bound on the Probability of Conflict Under Nonuniform Access in Database Systems.
Algorithmica, 1995
Proceedings of the Fourteenth IEEE Symposium on Mass Storage Systems, 1995
1994
On a Unified Framework for the Evaluation of Distributed Quorum Attainment Protocols.
IEEE Trans. Software Eng., 1994
IEEE Trans. Knowl. Data Eng., 1994
Probalistic Analysis of Transaction Blocking under Arbitrary Data Access Distribution in Database System.
Inf. Sci., 1994
Int. J. Cooperative Inf. Syst., 1994
Proceedings of the Digital Libraries: Current Issues, 1994
Proceedings of the Third International Conference on Information and Knowledge Management (CIKM'94), Gaithersburg, Maryland, USA, November 29, 1994
1993
Softw. Pract. Exp., 1993
Proceedings of the Advanced Database Systems, 1993
An O(sqr N) Token Based Distributed Mutual Exclusion Algorithm.
Informatica (Slovenia), 1993
Int. J. Cooperative Inf. Syst., 1993
Int. J. Cooperative Inf. Syst., 1993
An Information Retrieval System for Network Resources.
Proceedings of the NGITS' 93, 1993
Proceedings of the CIKM 93, 1993
1992
Algorithms for a K-Tree Core of a Tree.
Proceedings of the Computing and Information, 1992
1988
A Polynomial Algorithm for Computation of the Probability of Conflicts in a Database Under Arbitrary Data Access Distribution.
Inf. Process. Lett., 1988
1987
Analysis of Transaction Blocking in Arbitrary Data Access Distribution in Database Systems.
Proceedings of the Computer Performance and Reliability, 1987